Triple

T7408095

Position	Surface form	Disambiguated ID	Type / Status
Subject	Buli language	`E170930`	entity
Predicate	isGeographicallyCloseTo	`P61362`	FINISHED
Object	Tobelo language The Tobelo language is an Austronesian language spoken by the Tobelo people of northern Halmahera in Indonesia.	`E661509`	NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Tobelo language | Statement: [Buli language, isGeographicallyCloseTo, Tobelo language]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Tobelo language
Context triple: [Buli language, isGeographicallyCloseTo, Tobelo language]

A. Tolai language
The Tolai language is an Austronesian language spoken primarily by the Tolai people of East New Britain in Papua New Guinea.
B. Bontok language
The Bontok language is an Austronesian language spoken by the Bontok people of the Mountain Province in the northern Philippines, known for its rich oral traditions and distinct dialects.
C. Tubatulabal language
The Tubatulabal language is an endangered Uto-Aztecan language traditionally spoken by the Tubatulabal people of the southern Sierra Nevada region in California.
D. Tawala language
Tawala language is an Austronesian language of the Papuan Tip region of Papua New Guinea, spoken primarily in coastal communities of Milne Bay Province.
E. Embaloh language
The Embaloh language is an Austronesian language spoken by the Embaloh people of West Kalimantan in Borneo, Indonesia.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Tobelo language
Triple: [Buli language, isGeographicallyCloseTo, Tobelo language]

Generated description

The Tobelo language is an Austronesian language spoken by the Tobelo people of northern Halmahera in Indonesia.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Tobelo language
Target entity description: The Tobelo language is an Austronesian language spoken by the Tobelo people of northern Halmahera in Indonesia.

A. Tolai language
The Tolai language is an Austronesian language spoken primarily by the Tolai people of East New Britain in Papua New Guinea.
B. Bontok language
The Bontok language is an Austronesian language spoken by the Bontok people of the Mountain Province in the northern Philippines, known for its rich oral traditions and distinct dialects.
C. Tubatulabal language
The Tubatulabal language is an endangered Uto-Aztecan language traditionally spoken by the Tubatulabal people of the southern Sierra Nevada region in California.
D. Tawala language
Tawala language is an Austronesian language of the Papuan Tip region of Papua New Guinea, spoken primarily in coastal communities of Milne Bay Province.
E. Embaloh language
The Embaloh language is an Austronesian language spoken by the Embaloh people of West Kalimantan in Borneo, Indonesia.
F. None of above. chosen

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: isGeographicallyCloseTo
Context triple: [Buli language, isGeographicallyCloseTo, Tobelo language]

A. isCloseTo
Indicates that one entity is physically or conceptually near another, within a relatively short distance or range.
B. nearbyTo chosen
Indicates that one entity is located close in distance or position to another entity.
C. closerTo
Indicates that one entity is at a smaller distance to a reference entity than another entity is.
D. proximityToLandmark
Indicates a spatial relationship where one entity is located near or close to a specified landmark.
E. featuresRegionalProximity
Indicates that one entity is located near or in close geographic proximity to a particular region or another entity.
F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69c68a6010108190925e5284de022660`	completed	March 27, 2026, 1:47 p.m.
NER	Named-entity recognition	`batch_69c6f29acf588190a7c4056bdc4f3ffc`	completed	March 27, 2026, 9:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8111fcd948190adbe6280df53a916`	completed	March 28, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69c8128aaab08190926a782b379d364f`	completed	March 28, 2026, 5:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69c812df0b948190805862c5f176c956`	completed	March 28, 2026, 5:41 p.m.
PD	Predicate disambiguation	`batch_69c6f0323b2c819098ab72c33e6d8534`	completed	March 27, 2026, 9:01 p.m.

Created at: March 27, 2026, 3:10 p.m.